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researcher

Martin Benning

University College London

22 papers hereh-index 181.6k citations60 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author8
  • middle author8
  • last author6

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • math.OC9
  • math.NA8
  • eess.IV2
  • cs.CV1
  • cs.LG1
  • cs.SD1
affiliations
  • University College London
Homepage
same name
  • Martin Benning — 10 papers, h 4
  • Martin Benning — 2 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedGradient descent in a generalised Bregman distance framework

6 citations · 11 across the 8 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

math.NA2018

Enhancing joint reconstruction and segmentation with non-convex Bregman iteration

Veronica Corona, Martin Benning, Matthias J. Ehrhardt +6

All imaging modalities such as computed tomography (CT), emission tomography and magnetic resonance imaging (MRI) require a reconstruction approach to produce an image. A common im…

math.OC2018

Directional Sinogram Inpainting for Limited Angle Tomography

Robert Tovey, Martin Benning, Christoph Brune +5

In this paper we propose a new joint model for the reconstruction of tomography data under limited angle sampling regimes. In many applications of Tomography, e.g. Electron Microsc…

math.NA2018

Modern Regularization Methods for Inverse Problems

Martin Benning, Martin Burger

Regularization methods are a key tool in the solution of inverse problems. They are used to introduce prior knowledge and make the approximation of ill-posed (pseudo-)inverses feas…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.